The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the South Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 1 July 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 35 31 30
Rank change year-on-year
-4 -1
Contract jobs citing Data Modelling 16 21 8
As % of all contract IT jobs located in South Yorkshire 3.60% 5.01% 2.58%
As % of the Processes & Methodologies category 4.49% 6.44% 4.23%
Number of daily rates quoted 14 19 5
Median daily rate £419 £488 £425
Median daily rate % change year-on-year
-14.10% +14.70%
90% offered a daily rate of more than £335 £367 £398
10% offered a daily rate of more than £636 £588 £500
UK excluding London median daily rate £425 £420 £400
% change year-on-year
+1.19% +5.00%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £15.39
UK excluding London median hourly rate - £33.50 £19.27
% change year-on-year
- +73.86%
Data Modelling
Yorkshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the South Yorkshire region.

Processes & Methodologies Category
South Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
356 326 189
As % of all contract IT jobs located in South Yorkshire 80.00% 77.80% 60.97%
Number of daily rates quoted 265 207 108
Median daily rate £415 £368 £315
Median daily rate % change year-on-year
+12.92% +16.66%
90% offered a daily rate of more than £305 £250 £200
10% offered a daily rate of more than £525 £514 £425
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 6 11 18
Median hourly rate £21.00 £12.50 £17.69
Median hourly rate % change year-on-year
+68.00% -29.34%
90% offered a hourly rate of more than £14.00 £7.19 £10.00
10% offered a hourly rate of more than £22.50 £25.00 £32.00
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

Data Modelling
Jobs Demand Trend in South Yorkshire

The demand trend of contract jobs across the South Yorkshire region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in South Yorkshire

Data Modelling
Daily Rate Trend in South Yorkshire

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Modelling across the South Yorkshire region.

Data Modelling Daily Rate Trend in South Yorkshire

Data Modelling
Daily Rate Histogram in South Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the South Yorkshire region over the 3 months to 1 July 2016.

Data Modelling Daily Rate Histogram in South Yorkshire

Data Modelling
Hourly Rate Trend in South Yorkshire

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the South Yorkshire region.

Data Modelling Hourly Rate Trend in South Yorkshire

Data Modelling
Contract Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the South Yorkshire region over the 3 months to 1 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Sheffield -10 16 £419 -20.23%
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in South Yorkshire

For the 6 months to 1 July 2016, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the South Yorkshire region with a requirement for Data Modelling.

1 47 (70.15%) SQL
2 40 (59.70%) Oracle
2 40 (59.70%) Business Intelligence
3 39 (58.21%) Data Warehouse
4 36 (53.73%) Finance
5 35 (52.24%) Data Architecture
6 34 (50.75%) ERwin
7 33 (49.25%) Informatica
8 29 (43.28%) Hadoop
8 29 (43.28%) Enterprise Data Warehouse
9 28 (41.79%) BusinessObjects
10 27 (40.30%) Analytical Skills
11 25 (37.31%) SAS
11 25 (37.31%) Unix
11 25 (37.31%) Shell Script
11 25 (37.31%) MongoDB
11 25 (37.31%) HBase
12 24 (35.82%) PostgreSQL
13 23 (34.33%) CA
13 23 (34.33%) Apache Hive
13 23 (34.33%) Open Source
13 23 (34.33%) Visualisation
13 23 (34.33%) Logical Data Model
13 23 (34.33%) Physical Data Model
14 21 (31.34%) Pentaho
14 21 (31.34%) Data Visualisation
14 21 (31.34%) Tableau
15 19 (28.36%) ETL
16 15 (22.39%) Data Integration
17 14 (20.90%) Data Transformation

Data Modelling
Top Related IT Skills in South Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 25 (37.31%) SAS
2 2 (2.99%) SharePoint
Applications
1 1 (1.49%) MS Excel
1 1 (1.49%) Spreadsheet
Cloud Services
1 2 (2.99%) Microsoft Azure
Database & Business Intelligence
1 39 (58.21%) Data Warehouse
2 29 (43.28%) Enterprise Data Warehouse
2 29 (43.28%) Hadoop
3 28 (41.79%) BusinessObjects
4 25 (37.31%) HBase
4 25 (37.31%) MongoDB
5 24 (35.82%) PostgreSQL
6 23 (34.33%) Apache Hive
7 21 (31.34%) Pentaho
8 13 (19.40%) SQL Server
9 12 (17.91%) Oracle Database
10 9 (13.43%) Oracle Database 11g
11 5 (7.46%) Data Mining
11 5 (7.46%) Oracle ODI
12 3 (4.48%) Big Data
12 3 (4.48%) MySQL
12 3 (4.48%) Oracle BI EE
12 3 (4.48%) Oracle Database 12c
13 2 (2.99%) SQL Server Integration Services
14 1 (1.49%) Oracle OLAP
Development Applications
1 34 (50.75%) ERwin
2 1 (1.49%) Talend Open Studio
General
1 36 (53.73%) Finance
2 11 (16.42%) Banking
3 3 (4.48%) Retail
Job Titles
1 32 (47.76%) Architect
2 24 (35.82%) Enterprise Architect
3 23 (34.33%) Data Architect
4 16 (23.88%) Enterprise Data Architect
5 12 (17.91%) Analyst
6 9 (13.43%) Data Warehouse Architect
6 9 (13.43%) Developer
7 8 (11.94%) Business Analyst
7 8 (11.94%) Data Modeller
7 8 (11.94%) Senior Architect
7 8 (11.94%) Senior Enterprise Architect
8 7 (10.45%) ETL Tester
8 7 (10.45%) Tester
9 5 (7.46%) Business Intelligence Analyst
9 5 (7.46%) Business Intelligence Business Analyst
10 4 (5.97%) ETL Analyst
11 3 (4.48%) OBIEE Developer
11 3 (4.48%) Senior Data Architect
11 3 (4.48%) Senior Data Modeller
11 3 (4.48%) Services Director
Libraries, Frameworks & Software Standards
1 2 (2.99%) Ajax
1 2 (2.99%) AngularJS
1 2 (2.99%) Backbone.js
1 2 (2.99%) CodeIgniter
1 2 (2.99%) CSS
1 2 (2.99%) CSS3
1 2 (2.99%) Ember.js
1 2 (2.99%) HTML
1 2 (2.99%) HTML5
1 2 (2.99%) jQuery
1 2 (2.99%) Laravel
1 2 (2.99%) React
1 2 (2.99%) RESTful
1 2 (2.99%) Twitter Bootstrap
2 1 (1.49%) Middleware
Miscellaneous
1 27 (40.30%) Analytical Skills
2 23 (34.33%) Visualisation
3 15 (22.39%) Data Integration
4 12 (17.91%) Algorithms
5 9 (13.43%) Management Information System
6 2 (2.99%) User Experience
7 1 (1.49%) Data Extraction
7 1 (1.49%) Reference Data
Operating Systems
1 25 (37.31%) Unix
Processes & Methodologies
1 40 (59.70%) Business Intelligence
2 35 (52.24%) Data Architecture
3 23 (34.33%) Logical Data Model
3 23 (34.33%) Open Source
3 23 (34.33%) Physical Data Model
4 21 (31.34%) Data Visualisation
5 19 (28.36%) ETL
6 14 (20.90%) Data Transformation
7 12 (17.91%) Data Management
8 9 (13.43%) Dimensional Modelling
8 9 (13.43%) Information Management
8 9 (13.43%) SFIA
9 8 (11.94%) Enterprise Architecture
10 6 (8.96%) Agile Software Development
10 6 (8.96%) SDLC
11 5 (7.46%) Business Analysis
11 5 (7.46%) Kimball Methodology
11 5 (7.46%) Migration
11 5 (7.46%) Stakeholder Management
11 5 (7.46%) Technical Architecture
Programming Languages
1 47 (70.15%) SQL
2 25 (37.31%) Shell Script
3 12 (17.91%) PL/SQL
4 8 (11.94%) JavaScript
5 6 (8.96%) C++
5 6 (8.96%) Python
6 2 (2.99%) PHP
7 1 (1.49%) Java
Qualifications
1 4 (5.97%) BPSS Clearance
1 4 (5.97%) ISEB
1 4 (5.97%) Security Cleared
2 2 (2.99%) SC Cleared
3 1 (1.49%) SAS Certification
Quality Assurance & Compliance
1 3 (4.48%) QA
2 2 (2.99%) Data Quality
2 2 (2.99%) Disclosure Scotland
2 2 (2.99%) FATCA
Systems Management
1 2 (2.99%) Control-M
Vendors
1 40 (59.70%) Oracle
2 33 (49.25%) Informatica
3 23 (34.33%) CA
4 21 (31.34%) Tableau
5 9 (13.43%) Microsoft
6 5 (7.46%) Cognos
7 4 (5.97%) Ab Initio
8 2 (2.99%) BMC
9 1 (1.49%) IBM
9 1 (1.49%) Siebel
9 1 (1.49%) Talend